Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
23.3 EdgeDiff: 418.4 mJ/Inference Multi-Modal Few-Step Diffusion Model Accelerator with Mixed-Precision and Reordered Group Quantization
Published in IEEE International Solid-State Circuits Conference (ISSCC), 2025, 2025
LightRot: A Light-weighted Rotation Scheme and Architecture for Accurate Low-bit Large Language Model Inference
Published in IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2025
EdgeDiff: Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-Quantization for On-device Generative AI Motivation
Published in IEEE Hot Chips 37 Symposium (HCS), 2025, 2025
An Energy-Efficient High Resolution Vision Transformer Processor Exploiting Token Similarity Beyond Token Merging
Published in IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2025, 2025
EdgeDiff: Energy-Efficient Multi-Modal Few-Step Diffusion Model Accelerator Using Mixed-Precision and Reordered Group Quantization
Published in IEEE Journal of Solid-State Circuits, 2025, 2025
GyRot: Leveraging Hidden Synergy between Rotation and Fine-grained Group Quantization for Low-bit LLM Inference
Published in IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2026, 2026
31.2 Revolver: Low-Bit GenAI Accelerator for Distilled-Model and CoT with Phase-Aware-Quantization and Rotation-Based Integer-Scaled Group Quant
Published in IEEE International Solid-State Circuits Conference (ISSCC), 2026, 2026
A 198.7 μJ/token Block Diffusion LLM Processor with Mask Token Similarity-Based Acitivation Reuse
Published in IEEE International Symposium on Circuits and Systems (ISCAS), 2026, 2026
SeVeDo: A Heterogeneous Transformer Accelerator for Low-Bit Inference via Hierarchical Group Quantization and SVD-Guided Mixed Precision
Published in IEEE International Symposium on Circuits and Systems (ISCAS), 2026, 2026
SliceMoE: Bit-Sliced Expert Caching under Miss-Rate Constraints for Efficient MoE Inference
Published in 63rd ACM/IEEE Design Automation Conference (DAC), 2026, 2026
ELMoE-3D: Leveraging Intrinsic Elasticity of MoE for Hybrid-Bonding-Enabled Self-Speculative Decoding in On-Premises Serving
Published in arXiv, 2026, 2026
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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